Content

In this HPC Byte, we explore the core of performance analysis: scaling behavior. You’ll learn the difference between strong and weak scaling, how to interpret speedup and efficiency, and how to design and conduct a scaling study on an HPC system. Using a practical example, we discuss common pitfalls, data interpretation, and how to identify bottlenecks and quantify optimization potential — from small benchmarks to full production runs.